optidisc

print.optidisc

plot.optidisc

Optimal discretization for continuous variables and visualization.

Geographical detectors for measuring spatial stratified heterogeneity,
as described in Jinfeng Wang (2010) <doi:10.1080/13658810802443457> and
Jinfeng Wang (2016) <doi:10.1016/j.ecolind.2016.02.052>. Includes the
optimal discretization of continuous data, four primary functions of
geographical detectors, comparison of size effects of spatial unit and
the visualizations of results. To use the package and to refer the
descriptions of the package, methods and case datasets, please cite
Yongze Song (2020) <doi:10.1080/15481603.2020.1760434>. The model has
been applied in factor exploration of road performance and multi-scale
spatial segmentation for network data, as described in
Yongze Song (2018) <doi:10.3390/rs10111696> and
Yongze Song (2020) <doi:10.1109/TITS.2020.3001193>, respectively.

Wenbo Lv

Geographical Detectors for Assessing Spatial Factors

Yongze Song

optidisc function

<dl><dt>formula</dt>
<dd>A formula of response and explanatory variables,
where the explanatory variables must be continuous variables to be discretized.</dd>
<dt>data</dt>
<dd>A data.frame includes response and explanatory variables</dd>
<dt>discmethod</dt>
<dd>A character vector of discretization methods</dd>
<dt>discitv</dt>
<dd>A numeric vector of numbers of intervals</dd>
<dt>x</dt>
<dd>A list of <code>optidisc</code> result</dd>
<dt>...</dt>
<dd>Ignore</dd></dl>

Arguments

Optimal discretization for continuous variables and visualization. — optidisc

<dl>

<dt>formula</dt>
<dd>A formula of response and explanatory variables,
where the explanatory variables must be continuous variables to be discretized.</dd>


<dt>data</dt>
<dd>A data.frame includes response and explanatory variables</dd>


<dt>discmethod</dt>
<dd>A character vector of discretization methods</dd>


<dt>discitv</dt>
<dd>A numeric vector of numbers of intervals</dd>


<dt>x</dt>
<dd>A list of <code>optidisc</code> result</dd>


<dt>...</dt>
<dd>Ignore</dd>

</dl>

optidisc: Optimal discretization for continuous variables and visualization.

Description

Usage

Arguments

Examples